{
 "cells": [
  {
   "cell_type": "code",
   "id": "initial_id",
   "metadata": {
    "collapsed": true,
    "ExecuteTime": {
     "end_time": "2025-01-13T14:02:13.902686Z",
     "start_time": "2025-01-13T14:02:13.084372Z"
    }
   },
   "source": [
    "from sklearn.feature_extraction import DictVectorizer\n",
    "from sklearn.feature_extraction.text import CountVectorizer, TfidfVectorizer\n",
    "from sklearn.preprocessing import MinMaxScaler, StandardScaler\n",
    "from sklearn.feature_selection import VarianceThreshold\n",
    "from sklearn.decomposition import PCA\n",
    "import jieba\n",
    "import numpy as np\n",
    "from sklearn.impute import SimpleImputer\n",
    "#导入sklearn模块与包"
   ],
   "outputs": [],
   "execution_count": 1
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": [
    "# 降维\n",
    "# 降维就是特征数变少\n",
    "# 降维可以提高模型训练速度（特征变少）"
   ],
   "id": "971128c803920fc7"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-01-13T14:04:26.409987Z",
     "start_time": "2025-01-13T14:04:26.402407Z"
    }
   },
   "cell_type": "code",
   "source": [
    "def var():\n",
    "    \"\"\"\n",
    "    特征选择-删除低方差的特征\n",
    "    :return: None\n",
    "    \"\"\"\n",
    "    #默认只删除方差为0,threshold是方差阈值，删除比这个值小的那些特征\n",
    "    #方差越大越好作为特征值处理\n",
    "    var = VarianceThreshold(threshold=0.1)   #删除方差低于0.1的列\n",
    "\n",
    "    data = var.fit_transform([[0, 2, 0, 3],    #第零列第三列方差为0，删去\n",
    "                              [0, 1, 4, 3],\n",
    "                              [0, 1, 1, 3]])\n",
    "\n",
    "    print(data)\n",
    "    print('-' * 50)\n",
    "    # 获得剩余的特征的列编号\n",
    "    print('The surport is %s' % var.get_support(True))\n",
    "    return None\n",
    "\n",
    "\n",
    "var()"
   ],
   "id": "cd10a88b1fa82fb4",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[2 0]\n",
      " [1 4]\n",
      " [1 1]]\n",
      "--------------------------------------------------\n",
      "The surport is [1 2]\n"
     ]
    }
   ],
   "execution_count": 2
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-01-13T14:05:44.174723Z",
     "start_time": "2025-01-13T14:05:44.165036Z"
    }
   },
   "cell_type": "code",
   "source": [
    "def pca():\n",
    "    \"\"\"\n",
    "    主成分分析进行特征降维\n",
    "    :return: None\n",
    "    \"\"\"\n",
    "    # n_ components:小数 0~1 90% 业界选择 90~95%\n",
    "\n",
    "    # 当n_components的值为0到1之间的浮点数时，表示我们希望保留的主成分解释的方差比例。方差比例是指 得到输出的每一列的方差值和除以原有数据方差之和。\n",
    "    # 具体而言，n_components=0.9表示我们希望选择足够的主成分，以使它们解释数据方差的90%。\n",
    "\n",
    "    # n_components如果是整数   减少到的特征数量\n",
    "    # 原始数据方差\n",
    "    original_value = np.array([[2, 8, 4, 5],\n",
    "                               [6, 3, 0, 8],\n",
    "                               [5, 4, 9, 1]])\n",
    "    print(np.var(original_value, axis=0).sum())  #最初数据每一列的方差，求和\n",
    "    print('-' * 50)\n",
    "    pca = PCA(n_components=0.99)\n",
    "\n",
    "    data = pca.fit_transform(original_value)\n",
    "\n",
    "    print(data)\n",
    "    print(type(data))\n",
    "    #计算data的方差和\n",
    "    print(np.var(data, axis=0).sum())   #pca处理过后数据每一列的方差，求和\n",
    "    print('-' * 50)\n",
    "    print(pca.explained_variance_ratio_)\n",
    "    # 计算data的方差占总方差的比例\n",
    "    print(pca.explained_variance_ratio_.sum())\n",
    "\n",
    "    return None\n",
    "\n",
    "\n",
    "pca()"
   ],
   "id": "a5893a48721b3652",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "29.333333333333336\n",
      "--------------------------------------------------\n",
      "[[-1.28620952e-15  3.82970843e+00]\n",
      " [-5.74456265e+00 -1.91485422e+00]\n",
      " [ 5.74456265e+00 -1.91485422e+00]]\n",
      "<class 'numpy.ndarray'>\n",
      "29.333333333333332\n",
      "--------------------------------------------------\n",
      "[0.75 0.25]\n",
      "1.0\n"
     ]
    }
   ],
   "execution_count": 3
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-01-13T14:08:32.378427Z",
     "start_time": "2025-01-13T14:08:32.370804Z"
    }
   },
   "cell_type": "code",
   "source": "22 / 29.333333333333336        #0，75是怎么来的",
   "id": "c2581ea5ca8a4c6",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.7499999999999999"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 4
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-01-13T14:09:44.394342Z",
     "start_time": "2025-01-13T14:09:43.726548Z"
    }
   },
   "cell_type": "code",
   "source": [
    "from matplotlib import pyplot as plt\n",
    "\n",
    "x = np.random.rand(10000)  #每个的概率\n",
    "t = np.arange(len(x))\n",
    "plt.plot(t, x, 'g.', label=\"Uniform Distribution\")\n",
    "plt.legend(loc=\"upper left\")\n",
    "plt.grid()\n",
    "plt.show()"
   ],
   "id": "a4667580b5d37e5d",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 5
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
